Arbeitspapier
Methods in empirical economics: A selective review with applications
This paper presents some selective aspects of standard econometric methods and of new developments in econometrics that are important for applications with microeconomic data. The range includes variance estimators, measurement of outliers, problems of partially identified parameters, nonlinear models, possibilities of instrumental variables, panel methods for models with time-invariant regressors, difference-in-differences estimators, matching procedures, treatment effects in quantile regression analysis and regression discontinuity approaches. These methods are applied to production functions with IAB establishment panel data.
- Sprache
-
Englisch
- Erschienen in
-
Series: Diskussionsbeitrag ; No. 513
Klassifikation
Wirtschaft
Single Equation Models; Single Variables: Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions
Single Equation Models: Single Variables: Instrumental Variables (IV) Estimation
Firm Behavior: Empirical Analysis
Labor-Management Relations; Industrial Jurisprudence
Single Equation Models; Single Variables: Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions
Single Equation Models: Single Variables: Instrumental Variables (IV) Estimation
Firm Behavior: Empirical Analysis
Labor-Management Relations; Industrial Jurisprudence
Thema
Significance
standard errors
outliers
influential observations
partially identified parameters
unobserved heterogeneity
instrumental variables
panel estimators
quantile regressions
causality
treatment effects
DiD estimators
regression discontinuity
standard errors
outliers
influential observations
partially identified parameters
unobserved heterogeneity
instrumental variables
panel estimators
quantile regressions
causality
treatment effects
DiD estimators
regression discontinuity
Ereignis
Geistige Schöpfung
(wer)
Hübler, Olaf
Ereignis
Veröffentlichung
(wer)
Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät
(wo)
Hannover
(wann)
2013
- Handle
- Letzte Aktualisierung
-
12.07.2024, 13:20 MESZ
Objekttyp
- Arbeitspapier
Beteiligte
- Hübler, Olaf
- Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät
Entstanden
- 2013
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